Inconsistency due to changes in the Variational Autoencoder (VAE) for Stable Diffusion XL Turbo model and with EfficientNet v2small model.
| Testing/Trainirιg | Stable Diffusion XL Turbo | Autoencoder with KL Loss (AKL) 1.5 | Autoencoder with KL Loss (AKL) 2 | Consistency Decoder | VAE from Kandinsky 2.2 | VAE from Pixart-α | VAE from SD 2.1 | VAE from SD Turbo | SD1.4 EMA fine-tuned VAE | SD1.4 MSE fine-tuned VAE | SDXL fine-tuned VAE | Tiny AutoEncoder for SD |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Stable Diffusion XL Turbo | 1.29% | 12.91% | 16.84% | 24.17% | 13.44% | 17.84% | 13.42% | 13.47% | 17.65% | 13.32% | 2.14% | 21.08% |
| Testing/Trainirιg | Stable Diffusion XL Turbo | Autoencoder with KL Loss (AKL) 1.5 | Autoencoder with KL Loss (AKL) 2 | Consistency Decoder | VAE from Kandinsky 2.2 | VAE from Pixart- | VAE from SD 2.1 | VAE from SD Turbo | SD1.4 EMA fine-tuned VAE | SD1.4 MSE fine-tuned VAE | SDXL fine-tuned VAE | Tiny AutoEncoder for SD |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Stable Diffusion XL Turbo | 1.29% | 12.91% | 16.84% | 24.17% | 13.44% | 17.84% | 13.42% | 13.47% | 17.65% | 13.32% | 2.14% | 21.08% |
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